🧑‍🔬 Guangsheng Bao

🏛️ Affiliations

🎓Westlake UniversityHangzhou · China2019–2026 · 30 papersEducation since 2022 · PhD, School of EngineeringEmployment 2019–2022 · Research Assistant, School of Engineeringcurrent🎓Zhejiang UniversityHangzhou · China2023–2026 · 13 paperscurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

🧭 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature (2023 · 146 citations)
   Telling machine-written passages apart from human ones without training a dedicated classifier is useful, but the strongest zero-shot method, DetectGPT, is expensive.
2. What Have We Achieved on Text Summarization? (2020 · 143 citations)
   ROUGE gains on benchmarks such as CNN/DM say little about which errors summarizers actually make. This paper addresses that gap with a detailed manual error analysis. Drawing on the Multidimensional Quality Metric (MQM) framework, the authors define PolyTope, a set of 8 error categories split between Accuracy and…
3. G-Transformer for Document-Level Machine Translation (2021 · 109 citations)
   Bao et al. study why a standard Transformer often fails when an entire document is translated as one sequence. Under plain supervised training, long inputs, small datasets or large models can make BLEU collapse. The authors show this collapse is not overfitting. Instead, training gets trapped in local minima where…

All works

6 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

1. Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability CurvaturearXiv:2310.05130Guangsheng Bao, Yanbin Zhao, Zhiyang Teng, et al.2023 · 146 citations
2. What Have We Achieved on Text Summarization?Conference on Empirical Methods in Natural Language Processing (EMNLP)Dandan Huang, Leyang Cui, Sen Yang, et al.2020 · 143 citations
3. G-Transformer for Document-Level Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Guangsheng Bao, Yue Zhang, Zhiyang Teng, et al.2021 · 109 citations
4. CycleResearcher: Improving Automated Research via Automated ReviewarXiv:2411.00816 · original ↗ · no summary yetYixuan Weng et al.2024 · 63 citations
5. NovelQA: Benchmarking Question Answering on Documents Exceeding 200K TokensarXiv:2403.12766 · original ↗ · no summary yetCunxiang Wang et al.2024 · 25 citations
6. How Likely Do LLMs with CoT Mimic Human Reasoning?Proceedings of the 31st International Conference on Computational Linguistics · original ↗ · no summary yetGuangsheng Bao et al.2025 · 22 citations

🤝 Co-authors here

11 co-authors with a page, the most papers together first.

• Yue Zhang ×3
• Zhiyang Teng ×2
• Boxing Chen
• Dandan Huang
• Jun Xie
• Kun Wang
• Leyang Cui
• Linyi Yang
• Sen Yang
• Weihua Luo
• Yanbin Zhao

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2021
• Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2020
• Proceedings of the 31st International Conference on Computational Linguistics

🔗 Cited by

Papers of our library cite their works 353 times (of the 141,840 papers whose bibliographies we read); 23 citing papers with a page here →.

Updated 24 October 2026

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